Publications

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Towards Understanding Link Predictor Generalizability Under Distribution Shifts

Published in KDD, 2025

This paper introduces LPShift to induce controllable distribution shift which strongly affects GNN4LP models.

Recommended citation: Revolinsky, Jay, Harry Shomer, and Jiliang Tang. Towards Understanding Link Predictor Generalizability Under Distribution Shifts.
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Towards Better Benchmark Datasets for Inductive Knowledge Graph Completion

Published in KDD, 2025

This paper resolves the PPR shortcut which neural KG models often leverage to achieve high-performance.

Recommended citation: Shomer, Harry, Jay Revolinsky, and Jiliang Tang. "Towards Better Benchmark Datasets for Inductive Knowledge Graph Completion." arXiv preprint arXiv:2406.11898 (2024).
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